Fast feature selection using hybrid ranking and wrapper approach for automatic fault diagnosis of motorpumps based on vibration signals
de Assis Boldt, Francisco, Rauber, Thomas W., Varejao, Flavio M., Pellegrini Ribeiro, Marcos
Published in 2015 IEEE 13th International Conference on Industrial Informatics (INDIN) (01.07.2015)
Published in 2015 IEEE 13th International Conference on Industrial Informatics (INDIN) (01.07.2015)
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Conference Proceeding
Single Sequence Fast Feature Selection for High-Dimensional Data
de Assis Boldt, Francisco, Rauber, Thomas W., Varejao, Flavio M.
Published in 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2015)
Published in 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2015)
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Conference Proceeding
Journal Article
NP-Hardness of minimum expected coverage
Sousa Mello, Lucas Henrique, Varejão, Flávio M., Rodrigues, Alexandre L., Rauber, Thomas W.
Published in Pattern recognition letters (01.01.2019)
Published in Pattern recognition letters (01.01.2019)
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Journal Article
Combining classifiers with decision templates for automatic fault diagnosis of electrical submersible pumps
Oliveira-Santos, Thiago, Rodrigues, Alexandre, Rocha, Victor F., Rauber, Thomas W., Varejão, Flávio M., Ribeiro, Marcos Pellegrini
Published in Integrated computer-aided engineering (01.01.2018)
Published in Integrated computer-aided engineering (01.01.2018)
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Journal Article
Computational intelligence for automatic diagnosis of submersible motor pump conditions in offshore oil exploration
Rauber, Thomas W., de Assis Boldt, Francisco, Varejao, Flavio M., Pellegrini Ribeiro, Marcos
Published in 2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS) (01.12.2013)
Published in 2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS) (01.12.2013)
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Conference Proceeding
Feature models and condition visualization for rotating machinery fault diagnosis
Rauber, Thomas W., de Assis Boldt, Francisco, Varejao, Flavio M., Pellegrini Ribeiro, Marcos
Published in 2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS) (01.12.2013)
Published in 2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS) (01.12.2013)
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Conference Proceeding
Using GA for the stratified sampling of electricity consumers
de O da Costa, Estevao, Fabris, Fabio, Rodrigues Loureiros, Alexandre, Ahonen, Hannu, Varejao, Flavio M., Ferro, Rodrigo Marin
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
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Conference Proceeding
Evaluation of the Extreme Learning Machine for automatic fault diagnosis of the Tennessee Eastman chemical process
de Assis Boldt, Francisco, Rauber, Thomas W., Varejao, Flavio M.
Published in IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society (01.10.2014)
Published in IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society (01.10.2014)
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Conference Proceeding
Condition monitoring based on kernel classifier ensembles
Mendel, E., Varejao, F. M., Rauber, T. W., Batista, R. J.
Published in 2011 9th IEEE International Conference on Industrial Informatics (01.07.2011)
Published in 2011 9th IEEE International Conference on Industrial Informatics (01.07.2011)
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Conference Proceeding
Automatic diagnosis of submersible motor pump conditions in offshore oil exploration
Rauber, Thomas W., Varejao, Flavio M., Fabris, Fabio, Rodrigues, Alexandre, Pellegrini Ribeiro, Marcos
Published in IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society (01.11.2013)
Published in IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society (01.11.2013)
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Conference Proceeding
Diagnosing multiple faults in oil rig motor pumps using support vector machine classifier ensembles
Wandekokem, Estefhan~Dazzi, Mendel, Eduardo, Fabris, Fabio, Valentim, Marcelo, Batista, Rodrigo J., Varejão, Flávio M., Rauber, Thomas W.
Published in Integrated computer-aided engineering (01.01.2011)
Published in Integrated computer-aided engineering (01.01.2011)
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Journal Article
Performance analysis of extreme learning machine for automatic diagnosis of electrical submersible pump conditions
de Assis Boldt, Francisco, Rauber, Thomas W., Varejao, Flavio M., Pellegrini Ribeiro, Marcos
Published in 2014 12th IEEE International Conference on Industrial Informatics (INDIN) (01.07.2014)
Published in 2014 12th IEEE International Conference on Industrial Informatics (INDIN) (01.07.2014)
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Conference Proceeding
Kernel and random extreme learning machine applied to submersible motor pump fault diagnosis
Rauber, Thomas Walter, Oliveira-Santos, Thiago, de Assis Boldt, Francisco, Rodrigues, Alexandre, Varejao, Flavio M., Pellegrini Ribeiro, Marcos
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
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Conference Proceeding
Decision template multi-label classification based on recursive dependent binary relevance
Rauber, Thomas W., Rocha, Victor F., Mello, Lucas H. S., Varejao, Flavio M.
Published in 2016 IEEE Congress on Evolutionary Computation (CEC) (01.07.2016)
Published in 2016 IEEE Congress on Evolutionary Computation (CEC) (01.07.2016)
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Conference Proceeding
Binary feature selection classifier ensemble for fault diagnosis of submersible motor pump
de Assis Boldt, Francisco, Rauber, Thomas Walter, Oliveira-Santos, Thiago, Rodrigues, Alexandre, Varejao, Flavio M., Pellegrini Ribeiro, Marcos
Published in 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE) (01.06.2017)
Published in 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE) (01.06.2017)
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Conference Proceeding
Submersible Motor Pump Fault Diagnosis System: A Comparative Study of Classification Methods
Oliveira-Santos, Thiago, Rauber, Thomas W., Varejao, Flavio M., Martinuzzo, Lucas, Oliveira, Willian, Rodrigues, Alexandre, Pellegrini Ribeiro, Marcos
Published in 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2016)
Published in 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2016)
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Conference Proceeding